Projects

Visualization of Classification

Interactive web-based visualization platform for exploring high-dimensional datasets using UMAP, PCA, and t-SNE.

Project 1 Image

Embedded EDGE Cloud Setup for Deep Learning Application

Focuses on developing task distribution for wireless EDGE cloud using either 5G or WiFi network for deep learning applications.

Project 2 Image

SDN-Enabled Edge Cloud Testbed (ONOS)

Live rack with a 10 GbE gateway (ONOS controller + console), 1 GbE access switch, GPU/compute servers, and SBC rows (Jetson/Raspberry Pi). Used for real-time deep-learning pipelines and intent-based traffic steering over Wi-Fi/Ethernet.

  • Controller: ONOS (OpenFlow 1.3), TLS via reverse proxy
  • Fabric: 10 GbE uplink to gateway, 1 GbE access to nodes
  • Workloads: NFV/CNF chains, edge inference, telemetry
Architecture diagram of SDN-enabled Edge Cloud Testbed (ONOS controller, GPU nodes, Jetson SBCs)